CVPR 2022 Tutorial on Neural Fields in Computer Vision

https://www.youtube.com/watch?v=PeRRp1cFuH4 

Website: https://neuralfields.cs.brown.edu/cvpr22

Slides: https://drive.google.com/drive/folder...

Community Website Features (https://neuralfields.cs.brown.edu)

Neural Fielder Slack Community (Join Link: https://join.slack.com/t/neuralfields...)

 

Neural Field Techniques:

00:35:38 - Architectures (Techniques)

00:52:35 - Hybrid Representations (Techniques)

01:28:36 - Forward Maps (Techniques)

01:44:53 - Generalization (Techniques)

02:20:51 - Manipulation (Techniques)

 

Neural Field Applications:

02:57:33 - 3D Reconstruction (Applications)

03:31:51 - Generative Models (Applications)

03:41:53 - Humans (Applications)

04:09:25 - Robotics (Applications)

04:34:36 - Compression (Applications)

 

https://www.youtube.com/watch?v=PeRRp1cFuH4